{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Inferelator BONOBOs analysis of GCN4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load modules\n",
    "import pandas as pd\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import scipy.stats as stats\n",
    "import glob\n",
    "import gseapy as gp\n",
    "from gseapy import Biomart\n",
    "# yeast\n",
    "yeast = gp.get_library_name(organism='Yeast')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_simple_yeast_names(ids):\n",
    "    bm = Biomart()\n",
    "    queries ={'ensembl_gene_id': ids } # need to be a dict object\n",
    "    results = bm.query(dataset='scerevisiae_gene_ensembl', filters = queries, attributes=['ensembl_gene_id', 'external_gene_name'])\n",
    "    gene_list_gene_name = results.dropna()['external_gene_name'].tolist()\n",
    "    return(gene_list_gene_name)\n",
    "\n",
    "def get_simple_yeast_correspondence(ids):\n",
    "    bm = Biomart()\n",
    "    queries ={'ensembl_gene_id': ids } # need to be a dict object\n",
    "    results = bm.query(dataset='scerevisiae_gene_ensembl', filters = queries, attributes=['ensembl_gene_id', 'external_gene_name'])\n",
    "    return(results)\n",
    "\n",
    "def get_gene_yeast_gene_name(gl, ngenes = 100):\n",
    "    bm = Biomart()\n",
    "    gene_list_gene_name = []\n",
    "    if len(gl)>ngenes:\n",
    "        print('WARNING: there are more than %d genes (%d tot)' %(ngenes, len(gl)))\n",
    "        for k,i in enumerate(range(len(gl)//ngenes)):\n",
    "            if k%5==0:\n",
    "                print('Iteration %d' %k)\n",
    "            gl_temp = gl[k*ngenes:(k+1)*ngenes]\n",
    "            glgn_temp = get_simple_yeast_names(gl_temp)\n",
    "            gene_list_gene_name = gene_list_gene_name + glgn_temp\n",
    "    else:\n",
    "        gene_list_gene_name = get_simple_yeast_names(gl)\n",
    "        \n",
    "    return(gene_list_gene_name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Correlation network"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>gene1</th>\n",
       "      <th>gene2</th>\n",
       "      <th>dal81_Proline</th>\n",
       "      <th>rtg1_CStarve</th>\n",
       "      <th>gat1_AmmoniumSulfate</th>\n",
       "      <th>rtg1_YPDRapa</th>\n",
       "      <th>rtg1_MinimalEtOH</th>\n",
       "      <th>WT(ho)_MinimalGlucose</th>\n",
       "      <th>rtg1_YPD</th>\n",
       "      <th>dal80_YPEtOH</th>\n",
       "      <th>...</th>\n",
       "      <th>rtg3_YPDDiauxic</th>\n",
       "      <th>gcn4_YPDRapa</th>\n",
       "      <th>rtg3_CStarve</th>\n",
       "      <th>dal81_YPEtOH</th>\n",
       "      <th>rtg1_Glutamine</th>\n",
       "      <th>rtg3_MinimalEtOH</th>\n",
       "      <th>dal82_MinimalEtOH</th>\n",
       "      <th>dal80_Proline</th>\n",
       "      <th>stp1_Proline</th>\n",
       "      <th>dal80_YPD</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>YDL229W</td>\n",
       "      <td>YDL130W</td>\n",
       "      <td>0.897964</td>\n",
       "      <td>0.905992</td>\n",
       "      <td>0.885911</td>\n",
       "      <td>0.886053</td>\n",
       "      <td>0.896135</td>\n",
       "      <td>0.901682</td>\n",
       "      <td>0.901995</td>\n",
       "      <td>0.894868</td>\n",
       "      <td>...</td>\n",
       "      <td>0.905358</td>\n",
       "      <td>0.885966</td>\n",
       "      <td>0.905731</td>\n",
       "      <td>0.891325</td>\n",
       "      <td>0.897041</td>\n",
       "      <td>0.896524</td>\n",
       "      <td>0.887189</td>\n",
       "      <td>0.896881</td>\n",
       "      <td>0.898046</td>\n",
       "      <td>0.901769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>YDL229W</td>\n",
       "      <td>YDL083C</td>\n",
       "      <td>0.970639</td>\n",
       "      <td>0.972683</td>\n",
       "      <td>0.967980</td>\n",
       "      <td>0.970839</td>\n",
       "      <td>0.970642</td>\n",
       "      <td>0.972079</td>\n",
       "      <td>0.970182</td>\n",
       "      <td>0.970854</td>\n",
       "      <td>...</td>\n",
       "      <td>0.973519</td>\n",
       "      <td>0.970499</td>\n",
       "      <td>0.972678</td>\n",
       "      <td>0.969614</td>\n",
       "      <td>0.970173</td>\n",
       "      <td>0.966995</td>\n",
       "      <td>0.964673</td>\n",
       "      <td>0.970448</td>\n",
       "      <td>0.971046</td>\n",
       "      <td>0.968296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>YDL229W</td>\n",
       "      <td>YDL082W</td>\n",
       "      <td>0.921822</td>\n",
       "      <td>0.926042</td>\n",
       "      <td>0.910572</td>\n",
       "      <td>0.921377</td>\n",
       "      <td>0.920913</td>\n",
       "      <td>0.924317</td>\n",
       "      <td>0.919975</td>\n",
       "      <td>0.921276</td>\n",
       "      <td>...</td>\n",
       "      <td>0.926046</td>\n",
       "      <td>0.918949</td>\n",
       "      <td>0.925356</td>\n",
       "      <td>0.920066</td>\n",
       "      <td>0.922516</td>\n",
       "      <td>0.916128</td>\n",
       "      <td>0.914582</td>\n",
       "      <td>0.920961</td>\n",
       "      <td>0.921941</td>\n",
       "      <td>0.918859</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>YDL229W</td>\n",
       "      <td>YDL081C</td>\n",
       "      <td>0.878431</td>\n",
       "      <td>0.886132</td>\n",
       "      <td>0.867240</td>\n",
       "      <td>0.863953</td>\n",
       "      <td>0.873698</td>\n",
       "      <td>0.883222</td>\n",
       "      <td>0.883290</td>\n",
       "      <td>0.877502</td>\n",
       "      <td>...</td>\n",
       "      <td>0.888380</td>\n",
       "      <td>0.864275</td>\n",
       "      <td>0.884341</td>\n",
       "      <td>0.873881</td>\n",
       "      <td>0.879338</td>\n",
       "      <td>0.869599</td>\n",
       "      <td>0.871778</td>\n",
       "      <td>0.876877</td>\n",
       "      <td>0.878686</td>\n",
       "      <td>0.882106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>YDL229W</td>\n",
       "      <td>YDL061C</td>\n",
       "      <td>0.951563</td>\n",
       "      <td>0.955484</td>\n",
       "      <td>0.952617</td>\n",
       "      <td>0.949672</td>\n",
       "      <td>0.945414</td>\n",
       "      <td>0.953520</td>\n",
       "      <td>0.950105</td>\n",
       "      <td>0.949644</td>\n",
       "      <td>...</td>\n",
       "      <td>0.955929</td>\n",
       "      <td>0.949293</td>\n",
       "      <td>0.955059</td>\n",
       "      <td>0.945258</td>\n",
       "      <td>0.949064</td>\n",
       "      <td>0.943459</td>\n",
       "      <td>0.934810</td>\n",
       "      <td>0.949600</td>\n",
       "      <td>0.951814</td>\n",
       "      <td>0.951686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22509</th>\n",
       "      <td>YLR304C</td>\n",
       "      <td>YER065C</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.631816</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22510</th>\n",
       "      <td>YPL134C</td>\n",
       "      <td>YER065C</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.763053</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22511</th>\n",
       "      <td>YBR039W</td>\n",
       "      <td>YER065C</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.710260</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22512</th>\n",
       "      <td>YDR342C</td>\n",
       "      <td>YER150W</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.733494</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22513</th>\n",
       "      <td>YLL026W</td>\n",
       "      <td>YFR053C</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.838861</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>22514 rows × 134 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         gene1    gene2  dal81_Proline  rtg1_CStarve  gat1_AmmoniumSulfate  \\\n",
       "0      YDL229W  YDL130W       0.897964      0.905992              0.885911   \n",
       "1      YDL229W  YDL083C       0.970639      0.972683              0.967980   \n",
       "2      YDL229W  YDL082W       0.921822      0.926042              0.910572   \n",
       "3      YDL229W  YDL081C       0.878431      0.886132              0.867240   \n",
       "4      YDL229W  YDL061C       0.951563      0.955484              0.952617   \n",
       "...        ...      ...            ...           ...                   ...   \n",
       "22509  YLR304C  YER065C            NaN           NaN                   NaN   \n",
       "22510  YPL134C  YER065C            NaN           NaN                   NaN   \n",
       "22511  YBR039W  YER065C            NaN           NaN                   NaN   \n",
       "22512  YDR342C  YER150W            NaN           NaN                   NaN   \n",
       "22513  YLL026W  YFR053C            NaN           NaN                   NaN   \n",
       "\n",
       "       rtg1_YPDRapa  rtg1_MinimalEtOH  WT(ho)_MinimalGlucose  rtg1_YPD  \\\n",
       "0          0.886053          0.896135               0.901682  0.901995   \n",
       "1          0.970839          0.970642               0.972079  0.970182   \n",
       "2          0.921377          0.920913               0.924317  0.919975   \n",
       "3          0.863953          0.873698               0.883222  0.883290   \n",
       "4          0.949672          0.945414               0.953520  0.950105   \n",
       "...             ...               ...                    ...       ...   \n",
       "22509           NaN               NaN                    NaN       NaN   \n",
       "22510           NaN               NaN                    NaN       NaN   \n",
       "22511           NaN               NaN                    NaN       NaN   \n",
       "22512           NaN               NaN                    NaN       NaN   \n",
       "22513           NaN               NaN                    NaN       NaN   \n",
       "\n",
       "       dal80_YPEtOH  ...  rtg3_YPDDiauxic  gcn4_YPDRapa  rtg3_CStarve  \\\n",
       "0          0.894868  ...         0.905358      0.885966      0.905731   \n",
       "1          0.970854  ...         0.973519      0.970499      0.972678   \n",
       "2          0.921276  ...         0.926046      0.918949      0.925356   \n",
       "3          0.877502  ...         0.888380      0.864275      0.884341   \n",
       "4          0.949644  ...         0.955929      0.949293      0.955059   \n",
       "...             ...  ...              ...           ...           ...   \n",
       "22509           NaN  ...              NaN           NaN           NaN   \n",
       "22510           NaN  ...              NaN           NaN           NaN   \n",
       "22511           NaN  ...              NaN           NaN           NaN   \n",
       "22512           NaN  ...              NaN           NaN           NaN   \n",
       "22513           NaN  ...              NaN           NaN           NaN   \n",
       "\n",
       "       dal81_YPEtOH  rtg1_Glutamine  rtg3_MinimalEtOH  dal82_MinimalEtOH  \\\n",
       "0          0.891325        0.897041          0.896524           0.887189   \n",
       "1          0.969614        0.970173          0.966995           0.964673   \n",
       "2          0.920066        0.922516          0.916128           0.914582   \n",
       "3          0.873881        0.879338          0.869599           0.871778   \n",
       "4          0.945258        0.949064          0.943459           0.934810   \n",
       "...             ...             ...               ...                ...   \n",
       "22509           NaN             NaN               NaN           0.631816   \n",
       "22510           NaN             NaN               NaN           0.763053   \n",
       "22511           NaN             NaN               NaN           0.710260   \n",
       "22512           NaN             NaN               NaN                NaN   \n",
       "22513           NaN             NaN               NaN                NaN   \n",
       "\n",
       "       dal80_Proline  stp1_Proline  dal80_YPD  \n",
       "0           0.896881      0.898046   0.901769  \n",
       "1           0.970448      0.971046   0.968296  \n",
       "2           0.920961      0.921941   0.918859  \n",
       "3           0.876877      0.878686   0.882106  \n",
       "4           0.949600      0.951814   0.951686  \n",
       "...              ...           ...        ...  \n",
       "22509            NaN           NaN        NaN  \n",
       "22510            NaN           NaN        NaN  \n",
       "22511            NaN           NaN        NaN  \n",
       "22512            NaN      0.733494        NaN  \n",
       "22513            NaN      0.838861        NaN  \n",
       "\n",
       "[22514 rows x 134 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('../data/networks/bonobo_inferelator_sparse_20230908/bonobo_all_outer.tsv', index_col=0, sep='\\t')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "bonobo_names_df = pd.DataFrame()\n",
    "bonobo_names_df.index = df.columns[2:]\n",
    "bonobo_names_df['genotype'] = [i.split('_')[0] for i in bonobo_names_df.index]\n",
    "bonobo_names_df['medium'] = [i.split('_')[1] for i in bonobo_names_df.index]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dal81_Proline</th>\n",
       "      <th>rtg1_CStarve</th>\n",
       "      <th>gat1_AmmoniumSulfate</th>\n",
       "      <th>rtg1_YPDRapa</th>\n",
       "      <th>rtg1_MinimalEtOH</th>\n",
       "      <th>WT(ho)_MinimalGlucose</th>\n",
       "      <th>rtg1_YPD</th>\n",
       "      <th>dal80_YPEtOH</th>\n",
       "      <th>gln3_YPDRapa</th>\n",
       "      <th>gzf3_Proline</th>\n",
       "      <th>...</th>\n",
       "      <th>rtg3_YPDDiauxic</th>\n",
       "      <th>gcn4_YPDRapa</th>\n",
       "      <th>rtg3_CStarve</th>\n",
       "      <th>dal81_YPEtOH</th>\n",
       "      <th>rtg1_Glutamine</th>\n",
       "      <th>rtg3_MinimalEtOH</th>\n",
       "      <th>dal82_MinimalEtOH</th>\n",
       "      <th>dal80_Proline</th>\n",
       "      <th>stp1_Proline</th>\n",
       "      <th>dal80_YPD</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>dal81_Proline</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999411</td>\n",
       "      <td>0.999323</td>\n",
       "      <td>0.999482</td>\n",
       "      <td>0.999586</td>\n",
       "      <td>0.999720</td>\n",
       "      <td>0.999383</td>\n",
       "      <td>0.998901</td>\n",
       "      <td>0.999416</td>\n",
       "      <td>0.999935</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999307</td>\n",
       "      <td>0.999422</td>\n",
       "      <td>0.999419</td>\n",
       "      <td>0.999155</td>\n",
       "      <td>0.999742</td>\n",
       "      <td>0.999630</td>\n",
       "      <td>0.999410</td>\n",
       "      <td>0.999889</td>\n",
       "      <td>0.999919</td>\n",
       "      <td>0.999436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg1_CStarve</th>\n",
       "      <td>0.999411</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.998924</td>\n",
       "      <td>0.998986</td>\n",
       "      <td>0.999139</td>\n",
       "      <td>0.999691</td>\n",
       "      <td>0.998836</td>\n",
       "      <td>0.998335</td>\n",
       "      <td>0.998823</td>\n",
       "      <td>0.999426</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999021</td>\n",
       "      <td>0.999004</td>\n",
       "      <td>0.999990</td>\n",
       "      <td>0.998639</td>\n",
       "      <td>0.999513</td>\n",
       "      <td>0.999176</td>\n",
       "      <td>0.998793</td>\n",
       "      <td>0.999428</td>\n",
       "      <td>0.999440</td>\n",
       "      <td>0.998937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gat1_AmmoniumSulfate</th>\n",
       "      <td>0.999323</td>\n",
       "      <td>0.998924</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999179</td>\n",
       "      <td>0.999388</td>\n",
       "      <td>0.999245</td>\n",
       "      <td>0.998838</td>\n",
       "      <td>0.998544</td>\n",
       "      <td>0.999048</td>\n",
       "      <td>0.999333</td>\n",
       "      <td>...</td>\n",
       "      <td>0.998958</td>\n",
       "      <td>0.999133</td>\n",
       "      <td>0.998923</td>\n",
       "      <td>0.998894</td>\n",
       "      <td>0.999430</td>\n",
       "      <td>0.999365</td>\n",
       "      <td>0.999305</td>\n",
       "      <td>0.999403</td>\n",
       "      <td>0.999354</td>\n",
       "      <td>0.998865</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg1_YPDRapa</th>\n",
       "      <td>0.999482</td>\n",
       "      <td>0.998986</td>\n",
       "      <td>0.999179</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999418</td>\n",
       "      <td>0.999319</td>\n",
       "      <td>0.999117</td>\n",
       "      <td>0.999030</td>\n",
       "      <td>0.999858</td>\n",
       "      <td>0.999448</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999092</td>\n",
       "      <td>0.999844</td>\n",
       "      <td>0.998982</td>\n",
       "      <td>0.999235</td>\n",
       "      <td>0.999527</td>\n",
       "      <td>0.999422</td>\n",
       "      <td>0.999388</td>\n",
       "      <td>0.999536</td>\n",
       "      <td>0.999476</td>\n",
       "      <td>0.999138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg1_MinimalEtOH</th>\n",
       "      <td>0.999586</td>\n",
       "      <td>0.999139</td>\n",
       "      <td>0.999388</td>\n",
       "      <td>0.999418</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999529</td>\n",
       "      <td>0.999418</td>\n",
       "      <td>0.998886</td>\n",
       "      <td>0.999341</td>\n",
       "      <td>0.999570</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999269</td>\n",
       "      <td>0.999411</td>\n",
       "      <td>0.999138</td>\n",
       "      <td>0.999169</td>\n",
       "      <td>0.999664</td>\n",
       "      <td>0.999866</td>\n",
       "      <td>0.999611</td>\n",
       "      <td>0.999614</td>\n",
       "      <td>0.999613</td>\n",
       "      <td>0.999449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg3_MinimalEtOH</th>\n",
       "      <td>0.999630</td>\n",
       "      <td>0.999176</td>\n",
       "      <td>0.999365</td>\n",
       "      <td>0.999422</td>\n",
       "      <td>0.999866</td>\n",
       "      <td>0.999541</td>\n",
       "      <td>0.999386</td>\n",
       "      <td>0.998949</td>\n",
       "      <td>0.999367</td>\n",
       "      <td>0.999614</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999271</td>\n",
       "      <td>0.999420</td>\n",
       "      <td>0.999173</td>\n",
       "      <td>0.999222</td>\n",
       "      <td>0.999653</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999556</td>\n",
       "      <td>0.999642</td>\n",
       "      <td>0.999643</td>\n",
       "      <td>0.999423</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal82_MinimalEtOH</th>\n",
       "      <td>0.999410</td>\n",
       "      <td>0.998793</td>\n",
       "      <td>0.999305</td>\n",
       "      <td>0.999388</td>\n",
       "      <td>0.999611</td>\n",
       "      <td>0.999243</td>\n",
       "      <td>0.999295</td>\n",
       "      <td>0.999143</td>\n",
       "      <td>0.999363</td>\n",
       "      <td>0.999357</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999137</td>\n",
       "      <td>0.999316</td>\n",
       "      <td>0.998785</td>\n",
       "      <td>0.999349</td>\n",
       "      <td>0.999456</td>\n",
       "      <td>0.999556</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999482</td>\n",
       "      <td>0.999390</td>\n",
       "      <td>0.999307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal80_Proline</th>\n",
       "      <td>0.999889</td>\n",
       "      <td>0.999428</td>\n",
       "      <td>0.999403</td>\n",
       "      <td>0.999536</td>\n",
       "      <td>0.999614</td>\n",
       "      <td>0.999721</td>\n",
       "      <td>0.999427</td>\n",
       "      <td>0.998920</td>\n",
       "      <td>0.999461</td>\n",
       "      <td>0.999891</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999401</td>\n",
       "      <td>0.999480</td>\n",
       "      <td>0.999429</td>\n",
       "      <td>0.999195</td>\n",
       "      <td>0.999763</td>\n",
       "      <td>0.999642</td>\n",
       "      <td>0.999482</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999883</td>\n",
       "      <td>0.999470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stp1_Proline</th>\n",
       "      <td>0.999919</td>\n",
       "      <td>0.999440</td>\n",
       "      <td>0.999354</td>\n",
       "      <td>0.999476</td>\n",
       "      <td>0.999613</td>\n",
       "      <td>0.999730</td>\n",
       "      <td>0.999395</td>\n",
       "      <td>0.998868</td>\n",
       "      <td>0.999403</td>\n",
       "      <td>0.999940</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999333</td>\n",
       "      <td>0.999431</td>\n",
       "      <td>0.999446</td>\n",
       "      <td>0.999134</td>\n",
       "      <td>0.999788</td>\n",
       "      <td>0.999643</td>\n",
       "      <td>0.999390</td>\n",
       "      <td>0.999883</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.999449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal80_YPD</th>\n",
       "      <td>0.999436</td>\n",
       "      <td>0.998937</td>\n",
       "      <td>0.998865</td>\n",
       "      <td>0.999138</td>\n",
       "      <td>0.999449</td>\n",
       "      <td>0.999414</td>\n",
       "      <td>0.999973</td>\n",
       "      <td>0.998526</td>\n",
       "      <td>0.999078</td>\n",
       "      <td>0.999408</td>\n",
       "      <td>...</td>\n",
       "      <td>0.999203</td>\n",
       "      <td>0.999075</td>\n",
       "      <td>0.998950</td>\n",
       "      <td>0.998860</td>\n",
       "      <td>0.999472</td>\n",
       "      <td>0.999423</td>\n",
       "      <td>0.999307</td>\n",
       "      <td>0.999470</td>\n",
       "      <td>0.999449</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>132 rows × 132 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                      dal81_Proline  rtg1_CStarve  gat1_AmmoniumSulfate  \\\n",
       "dal81_Proline              1.000000      0.999411              0.999323   \n",
       "rtg1_CStarve               0.999411      1.000000              0.998924   \n",
       "gat1_AmmoniumSulfate       0.999323      0.998924              1.000000   \n",
       "rtg1_YPDRapa               0.999482      0.998986              0.999179   \n",
       "rtg1_MinimalEtOH           0.999586      0.999139              0.999388   \n",
       "...                             ...           ...                   ...   \n",
       "rtg3_MinimalEtOH           0.999630      0.999176              0.999365   \n",
       "dal82_MinimalEtOH          0.999410      0.998793              0.999305   \n",
       "dal80_Proline              0.999889      0.999428              0.999403   \n",
       "stp1_Proline               0.999919      0.999440              0.999354   \n",
       "dal80_YPD                  0.999436      0.998937              0.998865   \n",
       "\n",
       "                      rtg1_YPDRapa  rtg1_MinimalEtOH  WT(ho)_MinimalGlucose  \\\n",
       "dal81_Proline             0.999482          0.999586               0.999720   \n",
       "rtg1_CStarve              0.998986          0.999139               0.999691   \n",
       "gat1_AmmoniumSulfate      0.999179          0.999388               0.999245   \n",
       "rtg1_YPDRapa              1.000000          0.999418               0.999319   \n",
       "rtg1_MinimalEtOH          0.999418          1.000000               0.999529   \n",
       "...                            ...               ...                    ...   \n",
       "rtg3_MinimalEtOH          0.999422          0.999866               0.999541   \n",
       "dal82_MinimalEtOH         0.999388          0.999611               0.999243   \n",
       "dal80_Proline             0.999536          0.999614               0.999721   \n",
       "stp1_Proline              0.999476          0.999613               0.999730   \n",
       "dal80_YPD                 0.999138          0.999449               0.999414   \n",
       "\n",
       "                      rtg1_YPD  dal80_YPEtOH  gln3_YPDRapa  gzf3_Proline  ...  \\\n",
       "dal81_Proline         0.999383      0.998901      0.999416      0.999935  ...   \n",
       "rtg1_CStarve          0.998836      0.998335      0.998823      0.999426  ...   \n",
       "gat1_AmmoniumSulfate  0.998838      0.998544      0.999048      0.999333  ...   \n",
       "rtg1_YPDRapa          0.999117      0.999030      0.999858      0.999448  ...   \n",
       "rtg1_MinimalEtOH      0.999418      0.998886      0.999341      0.999570  ...   \n",
       "...                        ...           ...           ...           ...  ...   \n",
       "rtg3_MinimalEtOH      0.999386      0.998949      0.999367      0.999614  ...   \n",
       "dal82_MinimalEtOH     0.999295      0.999143      0.999363      0.999357  ...   \n",
       "dal80_Proline         0.999427      0.998920      0.999461      0.999891  ...   \n",
       "stp1_Proline          0.999395      0.998868      0.999403      0.999940  ...   \n",
       "dal80_YPD             0.999973      0.998526      0.999078      0.999408  ...   \n",
       "\n",
       "                      rtg3_YPDDiauxic  gcn4_YPDRapa  rtg3_CStarve  \\\n",
       "dal81_Proline                0.999307      0.999422      0.999419   \n",
       "rtg1_CStarve                 0.999021      0.999004      0.999990   \n",
       "gat1_AmmoniumSulfate         0.998958      0.999133      0.998923   \n",
       "rtg1_YPDRapa                 0.999092      0.999844      0.998982   \n",
       "rtg1_MinimalEtOH             0.999269      0.999411      0.999138   \n",
       "...                               ...           ...           ...   \n",
       "rtg3_MinimalEtOH             0.999271      0.999420      0.999173   \n",
       "dal82_MinimalEtOH            0.999137      0.999316      0.998785   \n",
       "dal80_Proline                0.999401      0.999480      0.999429   \n",
       "stp1_Proline                 0.999333      0.999431      0.999446   \n",
       "dal80_YPD                    0.999203      0.999075      0.998950   \n",
       "\n",
       "                      dal81_YPEtOH  rtg1_Glutamine  rtg3_MinimalEtOH  \\\n",
       "dal81_Proline             0.999155        0.999742          0.999630   \n",
       "rtg1_CStarve              0.998639        0.999513          0.999176   \n",
       "gat1_AmmoniumSulfate      0.998894        0.999430          0.999365   \n",
       "rtg1_YPDRapa              0.999235        0.999527          0.999422   \n",
       "rtg1_MinimalEtOH          0.999169        0.999664          0.999866   \n",
       "...                            ...             ...               ...   \n",
       "rtg3_MinimalEtOH          0.999222        0.999653          1.000000   \n",
       "dal82_MinimalEtOH         0.999349        0.999456          0.999556   \n",
       "dal80_Proline             0.999195        0.999763          0.999642   \n",
       "stp1_Proline              0.999134        0.999788          0.999643   \n",
       "dal80_YPD                 0.998860        0.999472          0.999423   \n",
       "\n",
       "                      dal82_MinimalEtOH  dal80_Proline  stp1_Proline  \\\n",
       "dal81_Proline                  0.999410       0.999889      0.999919   \n",
       "rtg1_CStarve                   0.998793       0.999428      0.999440   \n",
       "gat1_AmmoniumSulfate           0.999305       0.999403      0.999354   \n",
       "rtg1_YPDRapa                   0.999388       0.999536      0.999476   \n",
       "rtg1_MinimalEtOH               0.999611       0.999614      0.999613   \n",
       "...                                 ...            ...           ...   \n",
       "rtg3_MinimalEtOH               0.999556       0.999642      0.999643   \n",
       "dal82_MinimalEtOH              1.000000       0.999482      0.999390   \n",
       "dal80_Proline                  0.999482       1.000000      0.999883   \n",
       "stp1_Proline                   0.999390       0.999883      1.000000   \n",
       "dal80_YPD                      0.999307       0.999470      0.999449   \n",
       "\n",
       "                      dal80_YPD  \n",
       "dal81_Proline          0.999436  \n",
       "rtg1_CStarve           0.998937  \n",
       "gat1_AmmoniumSulfate   0.998865  \n",
       "rtg1_YPDRapa           0.999138  \n",
       "rtg1_MinimalEtOH       0.999449  \n",
       "...                         ...  \n",
       "rtg3_MinimalEtOH       0.999423  \n",
       "dal82_MinimalEtOH      0.999307  \n",
       "dal80_Proline          0.999470  \n",
       "stp1_Proline           0.999449  \n",
       "dal80_YPD              1.000000  \n",
       "\n",
       "[132 rows x 132 columns]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "corrs = df.iloc[:,2:].dropna().corr()\n",
    "corrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "details = bonobo_names_df.loc[corrs.index,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_48003/839188413.py:4: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n",
      "  cmap = matplotlib.cm.get_cmap('Set1', len(colors))\n",
      "/tmp/ipykernel_48003/839188413.py:10: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n",
      "  cmap2 = matplotlib.cm.get_cmap('plasma', len(colors2))\n",
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/seaborn/matrix.py:560: UserWarning: Clustering large matrix with scipy. Installing `fastcluster` may give better performance.\n",
      "  warnings.warn(msg)\n",
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/seaborn/matrix.py:560: UserWarning: Clustering large matrix with scipy. Installing `fastcluster` may give better performance.\n",
      "  warnings.warn(msg)\n",
      "/tmp/ipykernel_48003/839188413.py:27: UserWarning: Tight layout not applied. tight_layout cannot make axes width small enough to accommodate all axes decorations\n",
      "  plt.tight_layout()\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 3000x3000 with 5 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib\n",
    "\n",
    "colors = details.medium.unique()\n",
    "cmap = matplotlib.cm.get_cmap('Set1', len(colors))\n",
    "color_list = [matplotlib.colors.rgb2hex(cmap(i)[:3]) for i in range(cmap.N)]\n",
    "lut = dict(zip(colors, color_list))\n",
    "row_colors = details.medium.map(lut)\n",
    "\n",
    "colors2 = details.genotype.unique()\n",
    "cmap2 = matplotlib.cm.get_cmap('plasma', len(colors2))\n",
    "color_list2 = [matplotlib.colors.rgb2hex(cmap2(i)[:3]) for i in range(cmap2.N)]\n",
    "lut2 = dict(zip(colors2, color_list2))\n",
    "row_colors2 = details.genotype.map(lut2)\n",
    "\n",
    "f1 = sns.clustermap(corrs, row_colors=[row_colors, row_colors2], cmap = 'jet', figsize=(30,30), yticklabels=1)\n",
    "\n",
    "from matplotlib.patches import Patch\n",
    "\n",
    "handles = [Patch(facecolor=lut[name]) for name in lut]\n",
    "l1 = plt.legend(handles, lut, title='Media',\n",
    "           bbox_to_anchor=(1, 1), bbox_transform=plt.gcf().transFigure, loc='upper right')\n",
    "\n",
    "handles = [Patch(facecolor=lut2[name]) for name in lut2]\n",
    "l2 = plt.legend(handles, lut2, title='Genotype',\n",
    "           bbox_to_anchor=(1, 1), bbox_transform=plt.gcf().transFigure, loc='upper right')\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "f1.savefig('../results/results_20240211/bonobo_correlation_clustermap.pdf', bbox_extra_artists=(l1,l2), bbox_inches='tight')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Actual Expression Values and Perturbed networks"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Engineered strains\n",
    "Therefore, we constructed an array of prototrophic, diploid yeast strains with homozygous deletions of TFs that control\n",
    "distinct regulatory modules: \n",
    "\n",
    "1) NCR, The Nitrogen Catabolite Repression (NCR) pathway [dal80, gat1, gln1, gfz3], which is regulated principally by TORC1, consists of the TFs _GAT1_, _GLN3_, _DAL80_, and _GZF3_ ([Hofman-Bang, 1999](https://elifesciences.org/articles/51254#bib52)), and is responsible for suppressing the utilization of non-preferred nitrogen sources when preferred nitrogen sources are available.\n",
    "2) GAAC, The General Amino Acid Control (GAAC) pathway consists of the TF [_GCN4_] ([Hinnebusch, 2005](https://elifesciences.org/articles/51254#bib51)), and is responsible for activating the response to amino acid starvation, as detected by increases in uncharged tRNA levels.\n",
    "3) SPS-sensing, The Ssy1-Ptr3-Ssy5-sensing (SPS) pathway ([Ljungdahl, 2009](https://elifesciences.org/articles/51254#bib71)), consists of the TFs [_STP1_ and _STP2_], and is responsible for altering transporter expression\n",
    "4) the retrograde pathway [rtg1, rtg3] that coordinately control nitrogen-related gene expression in yeast, The retrograde pathway, consisting of the TF heterodimer _RTG1_ and _RTG3_, is responsible for altering expression of metabolic and biosynthetic genes in response to mitochondrial stress ([Jia et al., 1997](https://elifesciences.org/articles/51254#bib60); [Liao and Butow, 1993](https://elifesciences.org/articles/51254#bib70)) or environmental stress ([Ruiz-Roig et al., 2012](https://elifesciences.org/articles/51254#bib97))."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "deletion_genes = ['dal80','gat1', 'gln3', 'gzf3', 'gcn4', 'stp1', 'stp2', 'rtg1', 'rtg3']\n",
    "gene_maps = {'dal80':'YKR034W','gat1':'YFL021W', 'gln3':'YER040W', 'gzf3':'YJL110C', 'gcn4':'YEL009C', 'stp1':'YDR463W', 'stp2':'YHR006W', 'rtg1':'YOL067C', 'rtg3':'YBL103C' }\n",
    "deletion_ids = [gene_maps[i] for i in deletion_genes]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\n",
    "    '../../bonobo_paper_yeast/data/processed_data/GSE125162_all_pseudobulk_logcounts.txt','r') as f:\n",
    "    expr = pd.read_csv(f, sep = '\\t', index_col = 0)\n",
    "\n",
    "\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2500x2000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "expr_norm = (expr.loc[deletion_ids,:] - np.mean(expr.loc[deletion_ids,:].values,axis = 1, keepdims = True))/np.std(expr.loc[deletion_ids,:].values,axis = 1, keepdims = True)\n",
    "f,ax = plt.subplots(1,2, figsize = (25,20))\n",
    "sns.heatmap((expr.loc[deletion_ids,:]).T, yticklabels = 1, xticklabels = deletion_genes, ax = ax[0])\n",
    "sns.heatmap((expr_norm.loc[deletion_ids,:]).T, yticklabels = 1, xticklabels = deletion_genes, ax = ax[1])\n",
    "ax[0].set_title('Expression of deletion genes')\n",
    "ax[1].set_title('Normalized Expression of deletion genes')\n",
    "\n",
    "f.savefig('../results/results_20240211/expression_of_deletion.pdf', bbox_inches='tight', format = 'pdf')\n",
    "f.savefig('../results/results_20240211/expression_of_deletion.svg', bbox_inches='tight', format = 'svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Let's check the expression of the deletion genes"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we are gonna read only the edges that correspond to the engineered deletions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_bonobos = pd.read_csv('../results/bonobo_20230908/bonobo_inferelator_sparse_20230908_deletedgenes.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>gene1</th>\n",
       "      <th>gene2</th>\n",
       "      <th>mean_bonobo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>YDL248W</td>\n",
       "      <td>YKR034W</td>\n",
       "      <td>0.138811</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>YDL248W</td>\n",
       "      <td>YFL021W</td>\n",
       "      <td>0.041057</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>YDL248W</td>\n",
       "      <td>YER040W</td>\n",
       "      <td>0.024405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>YDL248W</td>\n",
       "      <td>YJL110C</td>\n",
       "      <td>-0.027768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>YDL248W</td>\n",
       "      <td>YEL009C</td>\n",
       "      <td>0.140373</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58675</th>\n",
       "      <td>NATMX</td>\n",
       "      <td>YEL009C</td>\n",
       "      <td>0.540038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58676</th>\n",
       "      <td>NATMX</td>\n",
       "      <td>YDR463W</td>\n",
       "      <td>-0.088083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58677</th>\n",
       "      <td>NATMX</td>\n",
       "      <td>YHR006W</td>\n",
       "      <td>-0.036745</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58678</th>\n",
       "      <td>NATMX</td>\n",
       "      <td>YOL067C</td>\n",
       "      <td>0.118547</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58679</th>\n",
       "      <td>NATMX</td>\n",
       "      <td>YBL103C</td>\n",
       "      <td>0.010050</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>58680 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         gene1    gene2  mean_bonobo\n",
       "0      YDL248W  YKR034W     0.138811\n",
       "1      YDL248W  YFL021W     0.041057\n",
       "2      YDL248W  YER040W     0.024405\n",
       "3      YDL248W  YJL110C    -0.027768\n",
       "4      YDL248W  YEL009C     0.140373\n",
       "...        ...      ...          ...\n",
       "58675    NATMX  YEL009C     0.540038\n",
       "58676    NATMX  YDR463W    -0.088083\n",
       "58677    NATMX  YHR006W    -0.036745\n",
       "58678    NATMX  YOL067C     0.118547\n",
       "58679    NATMX  YBL103C     0.010050\n",
       "\n",
       "[58680 rows x 3 columns]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We need the average of the bonobos\n",
    "mean_bonobo = np.mean(df_bonobos.iloc[:,2:].values, axis = 1)\n",
    "# We put it in a dataframe\n",
    "df_mean_bonobo = df_bonobos.iloc[:,:2]\n",
    "df_mean_bonobo['mean_bonobo'] = mean_bonobo\n",
    "df_mean_bonobo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Let's see what the heatmap is for gcn4 (YEL009C)\n",
    "# gene_maps = {'dal80':'YKR034W','gat1':'YFL021W', 'gln3':'YER040W', 'gzf3':'YJL110C', 'gcn4':'YEL009C', 'stp1':'YDR463W', 'stp2':'YHR006W', 'rtg1':'YOL067C', 'rtg3':'YBL103C' }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "sort_columns_by_genotype = sorted(df_bonobos.columns[2:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# select variable genes\n",
    "for i in ['gcn4']:#deletion_genes:\n",
    "    geneoi = i\n",
    "    temp = df_bonobos[df_bonobos['gene2']==gene_maps[geneoi]]\n",
    "    temp.index = temp['gene1']\n",
    "    temp = temp.iloc[:,2:]\n",
    "\n",
    "    # Calculate the row-wise variance\n",
    "    row_variances = temp.mean(axis=1) #,mean\n",
    "\n",
    "    # Add the row_variances as a new column to the DataFrame\n",
    "    temp['row_variance'] = row_variances\n",
    "\n",
    "    # Sort the DataFrame based on the Row_Variance column\n",
    "    sorted_temp = temp.sort_values(by='row_variance', ascending=False)\n",
    "\n",
    "    g1 = sns.clustermap(pd.concat([sorted_temp.iloc[:50,:-1].loc[:,sort_columns_by_genotype],sorted_temp.iloc[-50:,:-1].loc[:,sort_columns_by_genotype]], axis =0) ,\n",
    "                        col_cluster=False,row_cluster = False, cmap = 'jet',\n",
    "                        xticklabels = 1,yticklabels =False, figsize = (20,10), method = 'complete', metric = 'sqeuclidean')\n",
    "    #g1 = sns.clustermap(sorted_temp.iloc[:50,:-1].loc[:,sort_columns_by_genotype], col_cluster=False,row_cluster = False, cmap = 'jet', xticklabels = 1, yticklabels = 1, figsize = (20,10), method = 'complete', metric = 'sqeuclidean')\n",
    "\n",
    "    g1.ax_heatmap.set_ylabel(\"GCN4-target edges\")\n",
    "    g1.ax_heatmap.set_title('Top and bottom 50 %s edges, sorted by average edge values ' %geneoi)\n",
    "    plt.tight_layout()\n",
    "\n",
    "    g1.fig.savefig('../results/results_20240211/strong_edges'+geneoi+'.pdf', bbox_inches='tight', format = 'pdf')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2000x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# select variable genes\n",
    "for i in ['gcn4']:\n",
    "    geneoi = i\n",
    "    temp = df_bonobos[df_bonobos['gene2']==gene_maps[geneoi]]\n",
    "    temp.index = temp['gene1']\n",
    "    temp = temp.iloc[:,2:]\n",
    "\n",
    "    # Calculate the row-wise variance\n",
    "    row_variances = temp.var(axis=1) #,mean\n",
    "\n",
    "    # Add the row_variances as a new column to the DataFrame\n",
    "    temp['row_variance'] = row_variances\n",
    "\n",
    "    # Sort the DataFrame based on the Row_Variance column\n",
    "    sorted_temp = temp.sort_values(by='row_variance', ascending=False)\n",
    "\n",
    "    g1 = sns.clustermap(sorted_temp.iloc[:100,:-1].loc[:,sort_columns_by_genotype], col_cluster=False,row_cluster = False, \n",
    "                        cmap = 'jet', xticklabels = 1, yticklabels = False, figsize = (20,10), method = 'complete', metric = 'sqeuclidean')\n",
    "\n",
    "    g1.ax_heatmap.set_ylabel(\"GCN4-target edges\")\n",
    "    g1.ax_heatmap.set_title('Most variable %s edges, sorted by variance ' %geneoi)\n",
    "    plt.tight_layout()\n",
    "\n",
    "    g1.fig.savefig('../results/results_20240211/variable_edges'+geneoi+'.pdf', bbox_inches='tight', format = 'pdf')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### GCN4 edges that are the most affected by GCN4 deletion. \n",
    "We compute the average expression by genotype and then we normalize the scores. This way for each gcn4-X edge we know\n",
    "how different the value for each KO is from the overall average.\n",
    "\n",
    "We can then select the edges with the highest and lowest values for the GCN4 deletion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>gene1</th>\n",
       "      <th>YDL248W</th>\n",
       "      <th>YDL247W</th>\n",
       "      <th>YDL246C</th>\n",
       "      <th>YDL245C</th>\n",
       "      <th>YDL244W</th>\n",
       "      <th>YDL243C</th>\n",
       "      <th>YDL242W</th>\n",
       "      <th>YDL241W</th>\n",
       "      <th>YDL240W</th>\n",
       "      <th>YDL239C</th>\n",
       "      <th>...</th>\n",
       "      <th>Q0130</th>\n",
       "      <th>Q0140</th>\n",
       "      <th>X21S_rRNA</th>\n",
       "      <th>Q0160</th>\n",
       "      <th>Q0250</th>\n",
       "      <th>Q0255</th>\n",
       "      <th>Q0275</th>\n",
       "      <th>RPM1</th>\n",
       "      <th>KANMX</th>\n",
       "      <th>NATMX</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>genotype</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>WT(ho)</th>\n",
       "      <td>-1.596631</td>\n",
       "      <td>-0.315899</td>\n",
       "      <td>-0.240718</td>\n",
       "      <td>-1.990027</td>\n",
       "      <td>-0.853817</td>\n",
       "      <td>-0.984680</td>\n",
       "      <td>-0.618114</td>\n",
       "      <td>0.046161</td>\n",
       "      <td>0.368420</td>\n",
       "      <td>-0.312513</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.061403</td>\n",
       "      <td>-0.344898</td>\n",
       "      <td>0.261241</td>\n",
       "      <td>0.316151</td>\n",
       "      <td>0.873833</td>\n",
       "      <td>-0.251833</td>\n",
       "      <td>0.578546</td>\n",
       "      <td>-0.101436</td>\n",
       "      <td>-0.452240</td>\n",
       "      <td>-0.263167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal80</th>\n",
       "      <td>-0.242421</td>\n",
       "      <td>-0.508267</td>\n",
       "      <td>-0.437990</td>\n",
       "      <td>-0.468471</td>\n",
       "      <td>0.777197</td>\n",
       "      <td>0.640297</td>\n",
       "      <td>-1.020771</td>\n",
       "      <td>0.715037</td>\n",
       "      <td>-0.370629</td>\n",
       "      <td>0.896256</td>\n",
       "      <td>...</td>\n",
       "      <td>0.568676</td>\n",
       "      <td>-0.486964</td>\n",
       "      <td>0.534266</td>\n",
       "      <td>0.536696</td>\n",
       "      <td>-0.986069</td>\n",
       "      <td>1.318138</td>\n",
       "      <td>-0.057351</td>\n",
       "      <td>-0.235479</td>\n",
       "      <td>-1.431910</td>\n",
       "      <td>-0.647759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal81</th>\n",
       "      <td>1.190837</td>\n",
       "      <td>-0.687383</td>\n",
       "      <td>-0.612457</td>\n",
       "      <td>-0.264706</td>\n",
       "      <td>0.364109</td>\n",
       "      <td>-0.161710</td>\n",
       "      <td>-0.230097</td>\n",
       "      <td>2.211591</td>\n",
       "      <td>0.290103</td>\n",
       "      <td>0.531433</td>\n",
       "      <td>...</td>\n",
       "      <td>0.270558</td>\n",
       "      <td>-0.670247</td>\n",
       "      <td>0.192851</td>\n",
       "      <td>0.113379</td>\n",
       "      <td>-0.244135</td>\n",
       "      <td>-0.554212</td>\n",
       "      <td>0.069605</td>\n",
       "      <td>-0.321838</td>\n",
       "      <td>-0.915540</td>\n",
       "      <td>-0.319121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dal82</th>\n",
       "      <td>-1.284514</td>\n",
       "      <td>-0.357465</td>\n",
       "      <td>-0.278388</td>\n",
       "      <td>-0.326043</td>\n",
       "      <td>0.853736</td>\n",
       "      <td>0.554005</td>\n",
       "      <td>-0.078383</td>\n",
       "      <td>-0.551429</td>\n",
       "      <td>1.789958</td>\n",
       "      <td>1.392828</td>\n",
       "      <td>...</td>\n",
       "      <td>0.692862</td>\n",
       "      <td>-0.403023</td>\n",
       "      <td>0.712232</td>\n",
       "      <td>0.405908</td>\n",
       "      <td>-0.841305</td>\n",
       "      <td>2.445865</td>\n",
       "      <td>-0.404915</td>\n",
       "      <td>-0.109725</td>\n",
       "      <td>0.353823</td>\n",
       "      <td>-0.047445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gat1</th>\n",
       "      <td>0.653914</td>\n",
       "      <td>-0.617513</td>\n",
       "      <td>-0.545778</td>\n",
       "      <td>-0.223950</td>\n",
       "      <td>-0.399025</td>\n",
       "      <td>-1.223790</td>\n",
       "      <td>-0.712630</td>\n",
       "      <td>-0.139953</td>\n",
       "      <td>-0.074993</td>\n",
       "      <td>-1.505001</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.874786</td>\n",
       "      <td>-0.591131</td>\n",
       "      <td>-0.640859</td>\n",
       "      <td>-0.882217</td>\n",
       "      <td>-0.128083</td>\n",
       "      <td>-0.520026</td>\n",
       "      <td>-0.751013</td>\n",
       "      <td>-0.293894</td>\n",
       "      <td>0.206621</td>\n",
       "      <td>-0.196317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gcn4</th>\n",
       "      <td>-0.592250</td>\n",
       "      <td>2.263220</td>\n",
       "      <td>2.676162</td>\n",
       "      <td>1.495480</td>\n",
       "      <td>1.965703</td>\n",
       "      <td>-2.088784</td>\n",
       "      <td>-0.270473</td>\n",
       "      <td>-1.589399</td>\n",
       "      <td>-1.321291</td>\n",
       "      <td>-1.729990</td>\n",
       "      <td>...</td>\n",
       "      <td>-2.950677</td>\n",
       "      <td>0.054375</td>\n",
       "      <td>-3.117765</td>\n",
       "      <td>-2.537757</td>\n",
       "      <td>2.892943</td>\n",
       "      <td>-0.355929</td>\n",
       "      <td>1.587643</td>\n",
       "      <td>2.830524</td>\n",
       "      <td>2.323339</td>\n",
       "      <td>3.248336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gln3</th>\n",
       "      <td>1.868969</td>\n",
       "      <td>0.164625</td>\n",
       "      <td>0.267208</td>\n",
       "      <td>0.237778</td>\n",
       "      <td>-1.179767</td>\n",
       "      <td>1.004669</td>\n",
       "      <td>2.303790</td>\n",
       "      <td>-0.363466</td>\n",
       "      <td>-1.457290</td>\n",
       "      <td>0.375047</td>\n",
       "      <td>...</td>\n",
       "      <td>0.971767</td>\n",
       "      <td>-0.073883</td>\n",
       "      <td>0.745519</td>\n",
       "      <td>0.156266</td>\n",
       "      <td>-0.758390</td>\n",
       "      <td>-1.653630</td>\n",
       "      <td>-1.047122</td>\n",
       "      <td>0.296600</td>\n",
       "      <td>1.376634</td>\n",
       "      <td>-0.098821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gzf3</th>\n",
       "      <td>-0.598621</td>\n",
       "      <td>-0.381820</td>\n",
       "      <td>-0.304161</td>\n",
       "      <td>-0.085089</td>\n",
       "      <td>0.971893</td>\n",
       "      <td>1.170331</td>\n",
       "      <td>-0.230178</td>\n",
       "      <td>-0.942008</td>\n",
       "      <td>-1.600672</td>\n",
       "      <td>0.733195</td>\n",
       "      <td>...</td>\n",
       "      <td>0.343213</td>\n",
       "      <td>0.172336</td>\n",
       "      <td>0.469250</td>\n",
       "      <td>1.501648</td>\n",
       "      <td>-0.102987</td>\n",
       "      <td>0.507945</td>\n",
       "      <td>2.362272</td>\n",
       "      <td>-1.114769</td>\n",
       "      <td>-0.301667</td>\n",
       "      <td>-0.423552</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg1</th>\n",
       "      <td>-0.514327</td>\n",
       "      <td>-0.657615</td>\n",
       "      <td>-0.583827</td>\n",
       "      <td>-0.081855</td>\n",
       "      <td>0.294905</td>\n",
       "      <td>-0.853195</td>\n",
       "      <td>-0.407839</td>\n",
       "      <td>-0.638084</td>\n",
       "      <td>0.297841</td>\n",
       "      <td>0.846286</td>\n",
       "      <td>...</td>\n",
       "      <td>0.155119</td>\n",
       "      <td>-0.691907</td>\n",
       "      <td>0.236072</td>\n",
       "      <td>0.448242</td>\n",
       "      <td>-0.187350</td>\n",
       "      <td>-0.538097</td>\n",
       "      <td>-0.168582</td>\n",
       "      <td>-1.296073</td>\n",
       "      <td>-0.016556</td>\n",
       "      <td>-0.178236</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>rtg3</th>\n",
       "      <td>0.688605</td>\n",
       "      <td>2.103029</td>\n",
       "      <td>-0.945846</td>\n",
       "      <td>-0.375084</td>\n",
       "      <td>-1.253764</td>\n",
       "      <td>0.842903</td>\n",
       "      <td>-0.086131</td>\n",
       "      <td>-0.653018</td>\n",
       "      <td>0.951735</td>\n",
       "      <td>-1.456948</td>\n",
       "      <td>...</td>\n",
       "      <td>-0.125334</td>\n",
       "      <td>3.098759</td>\n",
       "      <td>0.109341</td>\n",
       "      <td>-0.991794</td>\n",
       "      <td>0.059371</td>\n",
       "      <td>-0.061242</td>\n",
       "      <td>-1.023068</td>\n",
       "      <td>0.782610</td>\n",
       "      <td>-1.057261</td>\n",
       "      <td>-0.700763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stp1</th>\n",
       "      <td>0.870692</td>\n",
       "      <td>-0.451938</td>\n",
       "      <td>1.485927</td>\n",
       "      <td>-0.179444</td>\n",
       "      <td>-1.318031</td>\n",
       "      <td>0.503826</td>\n",
       "      <td>1.996271</td>\n",
       "      <td>0.753732</td>\n",
       "      <td>0.132048</td>\n",
       "      <td>-0.079372</td>\n",
       "      <td>...</td>\n",
       "      <td>0.638942</td>\n",
       "      <td>-0.561638</td>\n",
       "      <td>0.288184</td>\n",
       "      <td>0.069093</td>\n",
       "      <td>-0.688809</td>\n",
       "      <td>0.123058</td>\n",
       "      <td>-0.574658</td>\n",
       "      <td>-0.185358</td>\n",
       "      <td>-0.384145</td>\n",
       "      <td>-0.319268</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stp2</th>\n",
       "      <td>-0.444253</td>\n",
       "      <td>-0.552976</td>\n",
       "      <td>-0.480132</td>\n",
       "      <td>2.261410</td>\n",
       "      <td>-0.223140</td>\n",
       "      <td>0.596127</td>\n",
       "      <td>-0.645444</td>\n",
       "      <td>1.150837</td>\n",
       "      <td>0.994770</td>\n",
       "      <td>0.308778</td>\n",
       "      <td>...</td>\n",
       "      <td>0.371064</td>\n",
       "      <td>0.498221</td>\n",
       "      <td>0.209667</td>\n",
       "      <td>0.864385</td>\n",
       "      <td>0.110980</td>\n",
       "      <td>-0.460038</td>\n",
       "      <td>-0.571356</td>\n",
       "      <td>-0.251163</td>\n",
       "      <td>0.298902</td>\n",
       "      <td>-0.053885</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>12 rows × 6520 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "gene1      YDL248W   YDL247W   YDL246C   YDL245C   YDL244W   YDL243C  \\\n",
       "genotype                                                               \n",
       "WT(ho)   -1.596631 -0.315899 -0.240718 -1.990027 -0.853817 -0.984680   \n",
       "dal80    -0.242421 -0.508267 -0.437990 -0.468471  0.777197  0.640297   \n",
       "dal81     1.190837 -0.687383 -0.612457 -0.264706  0.364109 -0.161710   \n",
       "dal82    -1.284514 -0.357465 -0.278388 -0.326043  0.853736  0.554005   \n",
       "gat1      0.653914 -0.617513 -0.545778 -0.223950 -0.399025 -1.223790   \n",
       "gcn4     -0.592250  2.263220  2.676162  1.495480  1.965703 -2.088784   \n",
       "gln3      1.868969  0.164625  0.267208  0.237778 -1.179767  1.004669   \n",
       "gzf3     -0.598621 -0.381820 -0.304161 -0.085089  0.971893  1.170331   \n",
       "rtg1     -0.514327 -0.657615 -0.583827 -0.081855  0.294905 -0.853195   \n",
       "rtg3      0.688605  2.103029 -0.945846 -0.375084 -1.253764  0.842903   \n",
       "stp1      0.870692 -0.451938  1.485927 -0.179444 -1.318031  0.503826   \n",
       "stp2     -0.444253 -0.552976 -0.480132  2.261410 -0.223140  0.596127   \n",
       "\n",
       "gene1      YDL242W   YDL241W   YDL240W   YDL239C  ...     Q0130     Q0140  \\\n",
       "genotype                                          ...                       \n",
       "WT(ho)   -0.618114  0.046161  0.368420 -0.312513  ... -0.061403 -0.344898   \n",
       "dal80    -1.020771  0.715037 -0.370629  0.896256  ...  0.568676 -0.486964   \n",
       "dal81    -0.230097  2.211591  0.290103  0.531433  ...  0.270558 -0.670247   \n",
       "dal82    -0.078383 -0.551429  1.789958  1.392828  ...  0.692862 -0.403023   \n",
       "gat1     -0.712630 -0.139953 -0.074993 -1.505001  ... -0.874786 -0.591131   \n",
       "gcn4     -0.270473 -1.589399 -1.321291 -1.729990  ... -2.950677  0.054375   \n",
       "gln3      2.303790 -0.363466 -1.457290  0.375047  ...  0.971767 -0.073883   \n",
       "gzf3     -0.230178 -0.942008 -1.600672  0.733195  ...  0.343213  0.172336   \n",
       "rtg1     -0.407839 -0.638084  0.297841  0.846286  ...  0.155119 -0.691907   \n",
       "rtg3     -0.086131 -0.653018  0.951735 -1.456948  ... -0.125334  3.098759   \n",
       "stp1      1.996271  0.753732  0.132048 -0.079372  ...  0.638942 -0.561638   \n",
       "stp2     -0.645444  1.150837  0.994770  0.308778  ...  0.371064  0.498221   \n",
       "\n",
       "gene1     X21S_rRNA     Q0160     Q0250     Q0255     Q0275      RPM1  \\\n",
       "genotype                                                                \n",
       "WT(ho)     0.261241  0.316151  0.873833 -0.251833  0.578546 -0.101436   \n",
       "dal80      0.534266  0.536696 -0.986069  1.318138 -0.057351 -0.235479   \n",
       "dal81      0.192851  0.113379 -0.244135 -0.554212  0.069605 -0.321838   \n",
       "dal82      0.712232  0.405908 -0.841305  2.445865 -0.404915 -0.109725   \n",
       "gat1      -0.640859 -0.882217 -0.128083 -0.520026 -0.751013 -0.293894   \n",
       "gcn4      -3.117765 -2.537757  2.892943 -0.355929  1.587643  2.830524   \n",
       "gln3       0.745519  0.156266 -0.758390 -1.653630 -1.047122  0.296600   \n",
       "gzf3       0.469250  1.501648 -0.102987  0.507945  2.362272 -1.114769   \n",
       "rtg1       0.236072  0.448242 -0.187350 -0.538097 -0.168582 -1.296073   \n",
       "rtg3       0.109341 -0.991794  0.059371 -0.061242 -1.023068  0.782610   \n",
       "stp1       0.288184  0.069093 -0.688809  0.123058 -0.574658 -0.185358   \n",
       "stp2       0.209667  0.864385  0.110980 -0.460038 -0.571356 -0.251163   \n",
       "\n",
       "gene1        KANMX     NATMX  \n",
       "genotype                      \n",
       "WT(ho)   -0.452240 -0.263167  \n",
       "dal80    -1.431910 -0.647759  \n",
       "dal81    -0.915540 -0.319121  \n",
       "dal82     0.353823 -0.047445  \n",
       "gat1      0.206621 -0.196317  \n",
       "gcn4      2.323339  3.248336  \n",
       "gln3      1.376634 -0.098821  \n",
       "gzf3     -0.301667 -0.423552  \n",
       "rtg1     -0.016556 -0.178236  \n",
       "rtg3     -1.057261 -0.700763  \n",
       "stp1     -0.384145 -0.319268  \n",
       "stp2      0.298902 -0.053885  \n",
       "\n",
       "[12 rows x 6520 columns]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# We need to ignore the variance/mean\n",
    "ttt = temp.T.iloc[:-1,:]\n",
    "# We need to keep track of the genotype\n",
    "ttt['genotype'] = [i.split('_')[0] for i in ttt.index]\n",
    "# We group by genotype and calculate the mean\n",
    "ttt_mean = ttt.groupby('genotype').mean()\n",
    "# Compute mean for each condition. This should allow to see which genes are the most variable for GCN4\n",
    "ttt_mean_norm = (ttt_mean - np.mean(ttt_mean.values,axis = 0))/np.std(ttt_mean.values,axis = 0)\n",
    "ttt_mean_norm\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6520,)"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# we can select the genes with highest and lowest values for GCN4 deletion\n",
    "ttt_mean_norm_gcn4 = ttt_mean_norm.iloc[:,((ttt_mean_norm.loc['gcn4',:].values>2.5)|(ttt_mean_norm.loc['gcn4',:].values<-3))]\n",
    "all_ttt_mean_norm_gcn4 = ttt_mean_norm.loc['gcn4',:].sort_values()\n",
    "all_ttt_mean_norm_gcn4.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['SCW4', 'SML1']"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_gene_yeast_gene_name(all_ttt_mean_norm_gcn4.iloc[:2].index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Cellular_Component_AutoRIF',\n",
       " 'Cellular_Component_AutoRIF_Predicted_zscore',\n",
       " 'GO_Biological_Process_2018',\n",
       " 'GO_Biological_Process_AutoRIF',\n",
       " 'GO_Biological_Process_AutoRIF_Predicted_zscore',\n",
       " 'GO_Cellular_Component_2018',\n",
       " 'GO_Cellular_Component_AutoRIF',\n",
       " 'GO_Cellular_Component_AutoRIF_Predicted_zscore',\n",
       " 'GO_Molecular_Function_2018',\n",
       " 'GO_Molecular_Function_AutoRIF',\n",
       " 'GO_Molecular_Function_AutoRIF_Predicted_zscore',\n",
       " 'Gene_Interaction_Hubs_BioGRID_2018',\n",
       " 'InterPro_Domains_2019',\n",
       " 'KEGG_2018',\n",
       " 'KEGG_2019',\n",
       " 'PPI_Hubs_BioGRID_2018',\n",
       " 'Pfam_Domains_2019',\n",
       " 'Phenotype_AutoRIF',\n",
       " 'Phenotype_AutoRIF_Predicted_zscore',\n",
       " 'TF2DNA_2018',\n",
       " 'WikiPathways_2018']"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "['Cellular_Component_AutoRIF',\n",
    " 'Cellular_Component_AutoRIF_Predicted_zscore',\n",
    " 'GO_Biological_Process_2018',\n",
    " 'GO_Biological_Process_AutoRIF',\n",
    " 'GO_Biological_Process_AutoRIF_Predicted_zscore',\n",
    " 'GO_Cellular_Component_2018',\n",
    " 'GO_Cellular_Component_AutoRIF',\n",
    " 'GO_Cellular_Component_AutoRIF_Predicted_zscore',\n",
    " 'GO_Molecular_Function_2018',\n",
    " 'GO_Molecular_Function_AutoRIF',\n",
    " 'GO_Molecular_Function_AutoRIF_Predicted_zscore',\n",
    " 'Gene_Interaction_Hubs_BioGRID_2018',\n",
    " 'InterPro_Domains_2019',\n",
    " 'KEGG_2018',\n",
    " 'KEGG_2019',\n",
    " 'PPI_Hubs_BioGRID_2018',\n",
    " 'Pfam_Domains_2019',\n",
    " 'Phenotype_AutoRIF',\n",
    " 'Phenotype_AutoRIF_Predicted_zscore',\n",
    " 'TF2DNA_2018',\n",
    " 'WikiPathways_2018']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/gseapy/plot.py:689: FutureWarning: The 'method' keyword in Series.replace is deprecated and will be removed in a future version.\n",
      "  df[self.colname].replace(\n",
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/gseapy/plot.py:689: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
      "\n",
      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
      "\n",
      "\n",
      "  df[self.colname].replace(\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Gene_set</th>\n",
       "      <th>Term</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>P-value</th>\n",
       "      <th>Adjusted P-value</th>\n",
       "      <th>Old P-value</th>\n",
       "      <th>Old Adjusted P-value</th>\n",
       "      <th>Z-score</th>\n",
       "      <th>Combined Score</th>\n",
       "      <th>Genes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Exosome  sce04147</td>\n",
       "      <td>7/198</td>\n",
       "      <td>8.788324e-07</td>\n",
       "      <td>0.000042</td>\n",
       "      <td>0.001513</td>\n",
       "      <td>0.072619</td>\n",
       "      <td>-1.796607</td>\n",
       "      <td>25.053093</td>\n",
       "      <td>ACT1;YPT7;SSA3;TEF2;PPH21;YOP1;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Transporters  sce02000</td>\n",
       "      <td>6/223</td>\n",
       "      <td>2.662950e-05</td>\n",
       "      <td>0.000639</td>\n",
       "      <td>0.012430</td>\n",
       "      <td>0.198877</td>\n",
       "      <td>-1.495411</td>\n",
       "      <td>15.751902</td>\n",
       "      <td>TIM21;ENB1;ITR2;ERV14;VCX1;FET4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Sphingolipid metabolism  sce00600</td>\n",
       "      <td>2/15</td>\n",
       "      <td>7.076742e-04</td>\n",
       "      <td>0.008492</td>\n",
       "      <td>0.009147</td>\n",
       "      <td>0.198877</td>\n",
       "      <td>-1.915461</td>\n",
       "      <td>13.893845</td>\n",
       "      <td>LAC1;LAG1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Membrane trafficking  sce04131</td>\n",
       "      <td>6/386</td>\n",
       "      <td>5.307089e-04</td>\n",
       "      <td>0.008491</td>\n",
       "      <td>0.117026</td>\n",
       "      <td>0.513072</td>\n",
       "      <td>-1.534199</td>\n",
       "      <td>11.569851</td>\n",
       "      <td>YPT7;SSA3;YIP1;TEF2;RHO1;ERV14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Alanine, aspartate and glutamate metabolism  s...</td>\n",
       "      <td>2/33</td>\n",
       "      <td>3.451648e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.036325</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.848719</td>\n",
       "      <td>10.480207</td>\n",
       "      <td>CPA1;GFA1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Endocytosis  sce04144</td>\n",
       "      <td>3/75</td>\n",
       "      <td>1.036996e-03</td>\n",
       "      <td>0.009955</td>\n",
       "      <td>0.029072</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.371145</td>\n",
       "      <td>9.421723</td>\n",
       "      <td>YPT7;SSA3;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Various types of N-glycan biosynthesis  sce00513</td>\n",
       "      <td>2/31</td>\n",
       "      <td>3.050112e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.032582</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.542810</td>\n",
       "      <td>8.936845</td>\n",
       "      <td>ALG11;MNN10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Phagosome  sce04145</td>\n",
       "      <td>2/35</td>\n",
       "      <td>3.876500e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.040227</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.587780</td>\n",
       "      <td>8.816661</td>\n",
       "      <td>ACT1;YPT7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>GTP-binding proteins  sce04031</td>\n",
       "      <td>2/36</td>\n",
       "      <td>4.097591e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.042235</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.506383</td>\n",
       "      <td>8.281124</td>\n",
       "      <td>YPT7;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Ether lipid metabolism  sce00565</td>\n",
       "      <td>1/8</td>\n",
       "      <td>2.100805e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.075514</td>\n",
       "      <td>0.402742</td>\n",
       "      <td>-1.824594</td>\n",
       "      <td>7.048131</td>\n",
       "      <td>CPT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Translation factors  sce03012</td>\n",
       "      <td>2/70</td>\n",
       "      <td>1.483219e-02</td>\n",
       "      <td>0.071195</td>\n",
       "      <td>0.128268</td>\n",
       "      <td>0.513072</td>\n",
       "      <td>-1.659375</td>\n",
       "      <td>6.987554</td>\n",
       "      <td>HYP2;TEF2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Protein phosphatases and associated proteins  ...</td>\n",
       "      <td>2/89</td>\n",
       "      <td>2.329615e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.186124</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.445695</td>\n",
       "      <td>5.435042</td>\n",
       "      <td>SSA3;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Autophagy - yeast  sce04138</td>\n",
       "      <td>2/86</td>\n",
       "      <td>2.185304e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.176717</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.167885</td>\n",
       "      <td>4.465310</td>\n",
       "      <td>YPT7;PPH21</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Gene_set                                               Term Overlap  \\\n",
       "0   KEGG_2018                                  Exosome  sce04147   7/198   \n",
       "1   KEGG_2018                             Transporters  sce02000   6/223   \n",
       "2   KEGG_2018                  Sphingolipid metabolism  sce00600    2/15   \n",
       "3   KEGG_2018                     Membrane trafficking  sce04131   6/386   \n",
       "4   KEGG_2018  Alanine, aspartate and glutamate metabolism  s...    2/33   \n",
       "5   KEGG_2018                              Endocytosis  sce04144    3/75   \n",
       "6   KEGG_2018   Various types of N-glycan biosynthesis  sce00513    2/31   \n",
       "7   KEGG_2018                                Phagosome  sce04145    2/35   \n",
       "8   KEGG_2018                     GTP-binding proteins  sce04031    2/36   \n",
       "9   KEGG_2018                   Ether lipid metabolism  sce00565     1/8   \n",
       "10  KEGG_2018                      Translation factors  sce03012    2/70   \n",
       "11  KEGG_2018  Protein phosphatases and associated proteins  ...    2/89   \n",
       "14  KEGG_2018                        Autophagy - yeast  sce04138    2/86   \n",
       "\n",
       "         P-value  Adjusted P-value  Old P-value  Old Adjusted P-value  \\\n",
       "0   8.788324e-07          0.000042     0.001513              0.072619   \n",
       "1   2.662950e-05          0.000639     0.012430              0.198877   \n",
       "2   7.076742e-04          0.008492     0.009147              0.198877   \n",
       "3   5.307089e-04          0.008491     0.117026              0.513072   \n",
       "4   3.451648e-03          0.021854     0.036325              0.253413   \n",
       "5   1.036996e-03          0.009955     0.029072              0.253413   \n",
       "6   3.050112e-03          0.021854     0.032582              0.253413   \n",
       "7   3.876500e-03          0.021854     0.040227              0.253413   \n",
       "8   4.097591e-03          0.021854     0.042235              0.253413   \n",
       "9   2.100805e-02          0.086017     0.075514              0.402742   \n",
       "10  1.483219e-02          0.071195     0.128268              0.513072   \n",
       "11  2.329615e-02          0.086017     0.186124              0.554377   \n",
       "14  2.185304e-02          0.086017     0.176717              0.554377   \n",
       "\n",
       "     Z-score  Combined Score                                Genes  \n",
       "0  -1.796607       25.053093  ACT1;YPT7;SSA3;TEF2;PPH21;YOP1;RHO1  \n",
       "1  -1.495411       15.751902      TIM21;ENB1;ITR2;ERV14;VCX1;FET4  \n",
       "2  -1.915461       13.893845                            LAC1;LAG1  \n",
       "3  -1.534199       11.569851       YPT7;SSA3;YIP1;TEF2;RHO1;ERV14  \n",
       "4  -1.848719       10.480207                            CPA1;GFA1  \n",
       "5  -1.371145        9.421723                       YPT7;SSA3;RHO1  \n",
       "6  -1.542810        8.936845                          ALG11;MNN10  \n",
       "7  -1.587780        8.816661                            ACT1;YPT7  \n",
       "8  -1.506383        8.281124                            YPT7;RHO1  \n",
       "9  -1.824594        7.048131                                 CPT1  \n",
       "10 -1.659375        6.987554                            HYP2;TEF2  \n",
       "11 -1.445695        5.435042                           SSA3;PPH21  \n",
       "14 -1.167885        4.465310                           YPT7;PPH21  "
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import gseapy as gp\n",
    "from gseapy import Biomart\n",
    "# yeast\n",
    "yeast = gp.get_library_name(organism='Yeast')\n",
    "\n",
    "df_paths = pd.DataFrame()\n",
    "\n",
    "gene_list = all_ttt_mean_norm_gcn4.index.tolist()[:50] + all_ttt_mean_norm_gcn4.index.tolist()[-50:-1] # We don't want to use the GCN4 gene\n",
    "\n",
    "gene_list_gene_name = get_gene_yeast_gene_name(gene_list)\n",
    "\n",
    "# if you are only intrested in dataframe that enrichr returned, please set outdir=None\n",
    "enr = gp.enrichr(gene_list=gene_list_gene_name, # or \"./tests/data/gene_list.txt\",\n",
    "                    gene_sets=['KEGG_2018'],\n",
    "                    organism='yeast', # don't forget to set organism to the one you desired! e.g. Yeast\n",
    "                    outdir='../results/results_20240211/', # don't write to disk\n",
    "                    )\n",
    "\n",
    "# obj.results stores all results\n",
    "enr.results.head(5)\n",
    "    \n",
    "btemp = enr.results.copy()\n",
    "btemp[btemp['Adjusted P-value']<0.1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Gene_set</th>\n",
       "      <th>Term</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>P-value</th>\n",
       "      <th>Adjusted P-value</th>\n",
       "      <th>Old P-value</th>\n",
       "      <th>Old Adjusted P-value</th>\n",
       "      <th>Z-score</th>\n",
       "      <th>Combined Score</th>\n",
       "      <th>Genes</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Exosome  sce04147</td>\n",
       "      <td>7/198</td>\n",
       "      <td>8.788324e-07</td>\n",
       "      <td>0.000042</td>\n",
       "      <td>0.001513</td>\n",
       "      <td>0.072619</td>\n",
       "      <td>-1.796607</td>\n",
       "      <td>25.053093</td>\n",
       "      <td>ACT1;YPT7;SSA3;TEF2;PPH21;YOP1;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Transporters  sce02000</td>\n",
       "      <td>6/223</td>\n",
       "      <td>2.662950e-05</td>\n",
       "      <td>0.000639</td>\n",
       "      <td>0.012430</td>\n",
       "      <td>0.198877</td>\n",
       "      <td>-1.495411</td>\n",
       "      <td>15.751902</td>\n",
       "      <td>TIM21;ENB1;ITR2;ERV14;VCX1;FET4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Sphingolipid metabolism  sce00600</td>\n",
       "      <td>2/15</td>\n",
       "      <td>7.076742e-04</td>\n",
       "      <td>0.008492</td>\n",
       "      <td>0.009147</td>\n",
       "      <td>0.198877</td>\n",
       "      <td>-1.915461</td>\n",
       "      <td>13.893845</td>\n",
       "      <td>LAC1;LAG1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Membrane trafficking  sce04131</td>\n",
       "      <td>6/386</td>\n",
       "      <td>5.307089e-04</td>\n",
       "      <td>0.008491</td>\n",
       "      <td>0.117026</td>\n",
       "      <td>0.513072</td>\n",
       "      <td>-1.534199</td>\n",
       "      <td>11.569851</td>\n",
       "      <td>YPT7;SSA3;YIP1;TEF2;RHO1;ERV14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Alanine, aspartate and glutamate metabolism  s...</td>\n",
       "      <td>2/33</td>\n",
       "      <td>3.451648e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.036325</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.848719</td>\n",
       "      <td>10.480207</td>\n",
       "      <td>CPA1;GFA1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Endocytosis  sce04144</td>\n",
       "      <td>3/75</td>\n",
       "      <td>1.036996e-03</td>\n",
       "      <td>0.009955</td>\n",
       "      <td>0.029072</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.371145</td>\n",
       "      <td>9.421723</td>\n",
       "      <td>YPT7;SSA3;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Various types of N-glycan biosynthesis  sce00513</td>\n",
       "      <td>2/31</td>\n",
       "      <td>3.050112e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.032582</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.542810</td>\n",
       "      <td>8.936845</td>\n",
       "      <td>ALG11;MNN10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Phagosome  sce04145</td>\n",
       "      <td>2/35</td>\n",
       "      <td>3.876500e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.040227</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.587780</td>\n",
       "      <td>8.816661</td>\n",
       "      <td>ACT1;YPT7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>GTP-binding proteins  sce04031</td>\n",
       "      <td>2/36</td>\n",
       "      <td>4.097591e-03</td>\n",
       "      <td>0.021854</td>\n",
       "      <td>0.042235</td>\n",
       "      <td>0.253413</td>\n",
       "      <td>-1.506383</td>\n",
       "      <td>8.281124</td>\n",
       "      <td>YPT7;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Ether lipid metabolism  sce00565</td>\n",
       "      <td>1/8</td>\n",
       "      <td>2.100805e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.075514</td>\n",
       "      <td>0.402742</td>\n",
       "      <td>-1.824594</td>\n",
       "      <td>7.048131</td>\n",
       "      <td>CPT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Translation factors  sce03012</td>\n",
       "      <td>2/70</td>\n",
       "      <td>1.483219e-02</td>\n",
       "      <td>0.071195</td>\n",
       "      <td>0.128268</td>\n",
       "      <td>0.513072</td>\n",
       "      <td>-1.659375</td>\n",
       "      <td>6.987554</td>\n",
       "      <td>HYP2;TEF2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Protein phosphatases and associated proteins  ...</td>\n",
       "      <td>2/89</td>\n",
       "      <td>2.329615e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.186124</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.445695</td>\n",
       "      <td>5.435042</td>\n",
       "      <td>SSA3;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Vitamin B6 metabolism  sce00750</td>\n",
       "      <td>1/14</td>\n",
       "      <td>3.647933e-02</td>\n",
       "      <td>0.112013</td>\n",
       "      <td>0.122756</td>\n",
       "      <td>0.513072</td>\n",
       "      <td>-1.555617</td>\n",
       "      <td>5.150663</td>\n",
       "      <td>BUD17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Steroid biosynthesis  sce00100</td>\n",
       "      <td>1/18</td>\n",
       "      <td>4.665998e-02</td>\n",
       "      <td>0.119311</td>\n",
       "      <td>0.152942</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.492773</td>\n",
       "      <td>4.575151</td>\n",
       "      <td>ERG1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Autophagy - yeast  sce04138</td>\n",
       "      <td>2/86</td>\n",
       "      <td>2.185304e-02</td>\n",
       "      <td>0.086017</td>\n",
       "      <td>0.176717</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.167885</td>\n",
       "      <td>4.465310</td>\n",
       "      <td>YPT7;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>MAPK signaling pathway - yeast  sce04011</td>\n",
       "      <td>2/115</td>\n",
       "      <td>3.733755e-02</td>\n",
       "      <td>0.112013</td>\n",
       "      <td>0.269857</td>\n",
       "      <td>0.616816</td>\n",
       "      <td>-1.191323</td>\n",
       "      <td>3.916778</td>\n",
       "      <td>SPA2;RHO1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Arginine and proline metabolism  sce00330</td>\n",
       "      <td>1/22</td>\n",
       "      <td>5.673507e-02</td>\n",
       "      <td>0.136164</td>\n",
       "      <td>0.182120</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.281387</td>\n",
       "      <td>3.676764</td>\n",
       "      <td>PUT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Mitochondrial biogenesis  sce03029</td>\n",
       "      <td>3/254</td>\n",
       "      <td>2.976862e-02</td>\n",
       "      <td>0.102064</td>\n",
       "      <td>0.387649</td>\n",
       "      <td>0.664542</td>\n",
       "      <td>-1.000149</td>\n",
       "      <td>3.514824</td>\n",
       "      <td>ACT1;SSA3;TIM21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Cell cycle - yeast  sce04111</td>\n",
       "      <td>2/127</td>\n",
       "      <td>4.467252e-02</td>\n",
       "      <td>0.119311</td>\n",
       "      <td>0.308917</td>\n",
       "      <td>0.617834</td>\n",
       "      <td>-1.121502</td>\n",
       "      <td>3.486073</td>\n",
       "      <td>GRR1;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Citrate cycle (TCA cycle)  sce00020</td>\n",
       "      <td>1/33</td>\n",
       "      <td>8.390600e-02</td>\n",
       "      <td>0.172675</td>\n",
       "      <td>0.257430</td>\n",
       "      <td>0.616816</td>\n",
       "      <td>-1.404926</td>\n",
       "      <td>3.481487</td>\n",
       "      <td>SHH3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Meiosis - yeast  sce04113</td>\n",
       "      <td>2/131</td>\n",
       "      <td>4.722728e-02</td>\n",
       "      <td>0.119311</td>\n",
       "      <td>0.321884</td>\n",
       "      <td>0.618017</td>\n",
       "      <td>-1.077187</td>\n",
       "      <td>3.288417</td>\n",
       "      <td>DMC1;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Autophagy - other  sce04136</td>\n",
       "      <td>1/24</td>\n",
       "      <td>6.173337e-02</td>\n",
       "      <td>0.141105</td>\n",
       "      <td>0.196342</td>\n",
       "      <td>0.554377</td>\n",
       "      <td>-1.174693</td>\n",
       "      <td>3.271437</td>\n",
       "      <td>PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Amino sugar and nucleotide sugar metabolism  s...</td>\n",
       "      <td>1/34</td>\n",
       "      <td>8.633766e-02</td>\n",
       "      <td>0.172675</td>\n",
       "      <td>0.263933</td>\n",
       "      <td>0.616816</td>\n",
       "      <td>-1.257325</td>\n",
       "      <td>3.079805</td>\n",
       "      <td>GFA1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>N-Glycan biosynthesis  sce00510</td>\n",
       "      <td>1/31</td>\n",
       "      <td>7.902361e-02</td>\n",
       "      <td>0.172415</td>\n",
       "      <td>0.244256</td>\n",
       "      <td>0.616816</td>\n",
       "      <td>-1.032902</td>\n",
       "      <td>2.621514</td>\n",
       "      <td>ALG11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Glycerophospholipid metabolism  sce00564</td>\n",
       "      <td>1/40</td>\n",
       "      <td>1.007952e-01</td>\n",
       "      <td>0.175966</td>\n",
       "      <td>0.301808</td>\n",
       "      <td>0.617834</td>\n",
       "      <td>-1.070079</td>\n",
       "      <td>2.455471</td>\n",
       "      <td>CPT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Longevity regulating pathway - multiple specie...</td>\n",
       "      <td>1/37</td>\n",
       "      <td>9.359471e-02</td>\n",
       "      <td>0.174255</td>\n",
       "      <td>0.283113</td>\n",
       "      <td>0.617700</td>\n",
       "      <td>-1.007971</td>\n",
       "      <td>2.387663</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Messenger RNA biogenesis  sce03019</td>\n",
       "      <td>2/205</td>\n",
       "      <td>1.026468e-01</td>\n",
       "      <td>0.175966</td>\n",
       "      <td>0.543849</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-1.048616</td>\n",
       "      <td>2.387135</td>\n",
       "      <td>ACT1;TEF2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Transcription machinery  sce03021</td>\n",
       "      <td>2/195</td>\n",
       "      <td>9.438788e-02</td>\n",
       "      <td>0.174255</td>\n",
       "      <td>0.516583</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.822231</td>\n",
       "      <td>1.940748</td>\n",
       "      <td>ACT1;RGR1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Proteasome  sce03051</td>\n",
       "      <td>1/58</td>\n",
       "      <td>1.428343e-01</td>\n",
       "      <td>0.221163</td>\n",
       "      <td>0.404449</td>\n",
       "      <td>0.669433</td>\n",
       "      <td>-0.879098</td>\n",
       "      <td>1.710787</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>mRNA surveillance pathway  sce03015</td>\n",
       "      <td>1/47</td>\n",
       "      <td>1.173788e-01</td>\n",
       "      <td>0.191557</td>\n",
       "      <td>0.343612</td>\n",
       "      <td>0.621125</td>\n",
       "      <td>-0.796126</td>\n",
       "      <td>1.705581</td>\n",
       "      <td>PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Ubiquitin mediated proteolysis  sce04120</td>\n",
       "      <td>1/48</td>\n",
       "      <td>1.197233e-01</td>\n",
       "      <td>0.191557</td>\n",
       "      <td>0.349383</td>\n",
       "      <td>0.621125</td>\n",
       "      <td>-0.773774</td>\n",
       "      <td>1.642392</td>\n",
       "      <td>GRR1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Cytoskeleton proteins  sce04812</td>\n",
       "      <td>1/65</td>\n",
       "      <td>1.586568e-01</td>\n",
       "      <td>0.230773</td>\n",
       "      <td>0.440280</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.694820</td>\n",
       "      <td>1.279172</td>\n",
       "      <td>ACT1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Protein kinases  sce01001</td>\n",
       "      <td>1/86</td>\n",
       "      <td>2.044245e-01</td>\n",
       "      <td>0.254281</td>\n",
       "      <td>0.535686</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.680801</td>\n",
       "      <td>1.080810</td>\n",
       "      <td>YPK3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Glycosyltransferases  sce01003</td>\n",
       "      <td>1/63</td>\n",
       "      <td>1.541655e-01</td>\n",
       "      <td>0.230773</td>\n",
       "      <td>0.430262</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.577463</td>\n",
       "      <td>1.079698</td>\n",
       "      <td>ALG11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Pyrimidine metabolism  sce00240</td>\n",
       "      <td>1/72</td>\n",
       "      <td>1.741925e-01</td>\n",
       "      <td>0.238106</td>\n",
       "      <td>0.474019</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.605458</td>\n",
       "      <td>1.058096</td>\n",
       "      <td>CPA1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Oxidative phosphorylation  sce00190</td>\n",
       "      <td>1/73</td>\n",
       "      <td>1.763888e-01</td>\n",
       "      <td>0.238106</td>\n",
       "      <td>0.478675</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.581687</td>\n",
       "      <td>1.009264</td>\n",
       "      <td>SHH3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Chaperones and folding catalysts  sce03110</td>\n",
       "      <td>1/74</td>\n",
       "      <td>1.785794e-01</td>\n",
       "      <td>0.238106</td>\n",
       "      <td>0.483291</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.570718</td>\n",
       "      <td>0.983189</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Spliceosome  sce03040</td>\n",
       "      <td>1/80</td>\n",
       "      <td>1.916033e-01</td>\n",
       "      <td>0.248566</td>\n",
       "      <td>0.510167</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.574151</td>\n",
       "      <td>0.948687</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Protein processing in endoplasmic reticulum  s...</td>\n",
       "      <td>1/89</td>\n",
       "      <td>2.107600e-01</td>\n",
       "      <td>0.254281</td>\n",
       "      <td>0.547958</td>\n",
       "      <td>0.674410</td>\n",
       "      <td>-0.562006</td>\n",
       "      <td>0.875064</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Chromosome and associated proteins  sce03036</td>\n",
       "      <td>2/324</td>\n",
       "      <td>2.119009e-01</td>\n",
       "      <td>0.254281</td>\n",
       "      <td>0.789012</td>\n",
       "      <td>0.805799</td>\n",
       "      <td>-0.543684</td>\n",
       "      <td>0.843599</td>\n",
       "      <td>ACT1;PPH21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>RNA transport  sce03013</td>\n",
       "      <td>1/94</td>\n",
       "      <td>2.212095e-01</td>\n",
       "      <td>0.258977</td>\n",
       "      <td>0.567717</td>\n",
       "      <td>0.681260</td>\n",
       "      <td>-0.531269</td>\n",
       "      <td>0.801496</td>\n",
       "      <td>TEF2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Peptidases  sce01002</td>\n",
       "      <td>1/100</td>\n",
       "      <td>2.335697e-01</td>\n",
       "      <td>0.266937</td>\n",
       "      <td>0.590324</td>\n",
       "      <td>0.686794</td>\n",
       "      <td>-0.502781</td>\n",
       "      <td>0.731182</td>\n",
       "      <td>GFA1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Enzymes with EC numbers sce99980</td>\n",
       "      <td>1/104</td>\n",
       "      <td>2.417028e-01</td>\n",
       "      <td>0.269808</td>\n",
       "      <td>0.604754</td>\n",
       "      <td>0.686794</td>\n",
       "      <td>-0.366287</td>\n",
       "      <td>0.520145</td>\n",
       "      <td>SCS7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Spliceosome  sce03041</td>\n",
       "      <td>1/107</td>\n",
       "      <td>2.477469e-01</td>\n",
       "      <td>0.270269</td>\n",
       "      <td>0.615253</td>\n",
       "      <td>0.686794</td>\n",
       "      <td>-0.311198</td>\n",
       "      <td>0.434229</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Ubiquitin system  sce04121</td>\n",
       "      <td>1/121</td>\n",
       "      <td>2.753337e-01</td>\n",
       "      <td>0.293689</td>\n",
       "      <td>0.660778</td>\n",
       "      <td>0.720849</td>\n",
       "      <td>-0.313987</td>\n",
       "      <td>0.404972</td>\n",
       "      <td>GRR1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>DNA repair and recombination proteins  sce03400</td>\n",
       "      <td>1/154</td>\n",
       "      <td>3.364923e-01</td>\n",
       "      <td>0.343652</td>\n",
       "      <td>0.748401</td>\n",
       "      <td>0.780940</td>\n",
       "      <td>-0.155383</td>\n",
       "      <td>0.169240</td>\n",
       "      <td>DMC1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Transfer RNA biogenesis  sce03016</td>\n",
       "      <td>1/149</td>\n",
       "      <td>3.275626e-01</td>\n",
       "      <td>0.341804</td>\n",
       "      <td>0.736700</td>\n",
       "      <td>0.780940</td>\n",
       "      <td>-0.044488</td>\n",
       "      <td>0.049652</td>\n",
       "      <td>TEF2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>KEGG_2018</td>\n",
       "      <td>Ribosome biogenesis  sce03009</td>\n",
       "      <td>1/308</td>\n",
       "      <td>5.611640e-01</td>\n",
       "      <td>0.561164</td>\n",
       "      <td>0.939946</td>\n",
       "      <td>0.939946</td>\n",
       "      <td>0.413236</td>\n",
       "      <td>-0.238744</td>\n",
       "      <td>SSA3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Gene_set                                               Term Overlap  \\\n",
       "0   KEGG_2018                                  Exosome  sce04147   7/198   \n",
       "1   KEGG_2018                             Transporters  sce02000   6/223   \n",
       "2   KEGG_2018                  Sphingolipid metabolism  sce00600    2/15   \n",
       "3   KEGG_2018                     Membrane trafficking  sce04131   6/386   \n",
       "4   KEGG_2018  Alanine, aspartate and glutamate metabolism  s...    2/33   \n",
       "5   KEGG_2018                              Endocytosis  sce04144    3/75   \n",
       "6   KEGG_2018   Various types of N-glycan biosynthesis  sce00513    2/31   \n",
       "7   KEGG_2018                                Phagosome  sce04145    2/35   \n",
       "8   KEGG_2018                     GTP-binding proteins  sce04031    2/36   \n",
       "9   KEGG_2018                   Ether lipid metabolism  sce00565     1/8   \n",
       "10  KEGG_2018                      Translation factors  sce03012    2/70   \n",
       "11  KEGG_2018  Protein phosphatases and associated proteins  ...    2/89   \n",
       "12  KEGG_2018                    Vitamin B6 metabolism  sce00750    1/14   \n",
       "13  KEGG_2018                     Steroid biosynthesis  sce00100    1/18   \n",
       "14  KEGG_2018                        Autophagy - yeast  sce04138    2/86   \n",
       "15  KEGG_2018           MAPK signaling pathway - yeast  sce04011   2/115   \n",
       "16  KEGG_2018          Arginine and proline metabolism  sce00330    1/22   \n",
       "17  KEGG_2018                 Mitochondrial biogenesis  sce03029   3/254   \n",
       "18  KEGG_2018                       Cell cycle - yeast  sce04111   2/127   \n",
       "19  KEGG_2018                Citrate cycle (TCA cycle)  sce00020    1/33   \n",
       "20  KEGG_2018                          Meiosis - yeast  sce04113   2/131   \n",
       "21  KEGG_2018                        Autophagy - other  sce04136    1/24   \n",
       "22  KEGG_2018  Amino sugar and nucleotide sugar metabolism  s...    1/34   \n",
       "23  KEGG_2018                    N-Glycan biosynthesis  sce00510    1/31   \n",
       "24  KEGG_2018           Glycerophospholipid metabolism  sce00564    1/40   \n",
       "25  KEGG_2018  Longevity regulating pathway - multiple specie...    1/37   \n",
       "26  KEGG_2018                 Messenger RNA biogenesis  sce03019   2/205   \n",
       "27  KEGG_2018                  Transcription machinery  sce03021   2/195   \n",
       "28  KEGG_2018                               Proteasome  sce03051    1/58   \n",
       "29  KEGG_2018                mRNA surveillance pathway  sce03015    1/47   \n",
       "30  KEGG_2018           Ubiquitin mediated proteolysis  sce04120    1/48   \n",
       "31  KEGG_2018                    Cytoskeleton proteins  sce04812    1/65   \n",
       "32  KEGG_2018                          Protein kinases  sce01001    1/86   \n",
       "33  KEGG_2018                     Glycosyltransferases  sce01003    1/63   \n",
       "34  KEGG_2018                    Pyrimidine metabolism  sce00240    1/72   \n",
       "35  KEGG_2018                Oxidative phosphorylation  sce00190    1/73   \n",
       "36  KEGG_2018         Chaperones and folding catalysts  sce03110    1/74   \n",
       "37  KEGG_2018                              Spliceosome  sce03040    1/80   \n",
       "38  KEGG_2018  Protein processing in endoplasmic reticulum  s...    1/89   \n",
       "39  KEGG_2018       Chromosome and associated proteins  sce03036   2/324   \n",
       "40  KEGG_2018                            RNA transport  sce03013    1/94   \n",
       "41  KEGG_2018                               Peptidases  sce01002   1/100   \n",
       "42  KEGG_2018                   Enzymes with EC numbers sce99980   1/104   \n",
       "43  KEGG_2018                              Spliceosome  sce03041   1/107   \n",
       "44  KEGG_2018                         Ubiquitin system  sce04121   1/121   \n",
       "45  KEGG_2018    DNA repair and recombination proteins  sce03400   1/154   \n",
       "46  KEGG_2018                  Transfer RNA biogenesis  sce03016   1/149   \n",
       "47  KEGG_2018                      Ribosome biogenesis  sce03009   1/308   \n",
       "\n",
       "         P-value  Adjusted P-value  Old P-value  Old Adjusted P-value  \\\n",
       "0   8.788324e-07          0.000042     0.001513              0.072619   \n",
       "1   2.662950e-05          0.000639     0.012430              0.198877   \n",
       "2   7.076742e-04          0.008492     0.009147              0.198877   \n",
       "3   5.307089e-04          0.008491     0.117026              0.513072   \n",
       "4   3.451648e-03          0.021854     0.036325              0.253413   \n",
       "5   1.036996e-03          0.009955     0.029072              0.253413   \n",
       "6   3.050112e-03          0.021854     0.032582              0.253413   \n",
       "7   3.876500e-03          0.021854     0.040227              0.253413   \n",
       "8   4.097591e-03          0.021854     0.042235              0.253413   \n",
       "9   2.100805e-02          0.086017     0.075514              0.402742   \n",
       "10  1.483219e-02          0.071195     0.128268              0.513072   \n",
       "11  2.329615e-02          0.086017     0.186124              0.554377   \n",
       "12  3.647933e-02          0.112013     0.122756              0.513072   \n",
       "13  4.665998e-02          0.119311     0.152942              0.554377   \n",
       "14  2.185304e-02          0.086017     0.176717              0.554377   \n",
       "15  3.733755e-02          0.112013     0.269857              0.616816   \n",
       "16  5.673507e-02          0.136164     0.182120              0.554377   \n",
       "17  2.976862e-02          0.102064     0.387649              0.664542   \n",
       "18  4.467252e-02          0.119311     0.308917              0.617834   \n",
       "19  8.390600e-02          0.172675     0.257430              0.616816   \n",
       "20  4.722728e-02          0.119311     0.321884              0.618017   \n",
       "21  6.173337e-02          0.141105     0.196342              0.554377   \n",
       "22  8.633766e-02          0.172675     0.263933              0.616816   \n",
       "23  7.902361e-02          0.172415     0.244256              0.616816   \n",
       "24  1.007952e-01          0.175966     0.301808              0.617834   \n",
       "25  9.359471e-02          0.174255     0.283113              0.617700   \n",
       "26  1.026468e-01          0.175966     0.543849              0.674410   \n",
       "27  9.438788e-02          0.174255     0.516583              0.674410   \n",
       "28  1.428343e-01          0.221163     0.404449              0.669433   \n",
       "29  1.173788e-01          0.191557     0.343612              0.621125   \n",
       "30  1.197233e-01          0.191557     0.349383              0.621125   \n",
       "31  1.586568e-01          0.230773     0.440280              0.674410   \n",
       "32  2.044245e-01          0.254281     0.535686              0.674410   \n",
       "33  1.541655e-01          0.230773     0.430262              0.674410   \n",
       "34  1.741925e-01          0.238106     0.474019              0.674410   \n",
       "35  1.763888e-01          0.238106     0.478675              0.674410   \n",
       "36  1.785794e-01          0.238106     0.483291              0.674410   \n",
       "37  1.916033e-01          0.248566     0.510167              0.674410   \n",
       "38  2.107600e-01          0.254281     0.547958              0.674410   \n",
       "39  2.119009e-01          0.254281     0.789012              0.805799   \n",
       "40  2.212095e-01          0.258977     0.567717              0.681260   \n",
       "41  2.335697e-01          0.266937     0.590324              0.686794   \n",
       "42  2.417028e-01          0.269808     0.604754              0.686794   \n",
       "43  2.477469e-01          0.270269     0.615253              0.686794   \n",
       "44  2.753337e-01          0.293689     0.660778              0.720849   \n",
       "45  3.364923e-01          0.343652     0.748401              0.780940   \n",
       "46  3.275626e-01          0.341804     0.736700              0.780940   \n",
       "47  5.611640e-01          0.561164     0.939946              0.939946   \n",
       "\n",
       "     Z-score  Combined Score                                Genes  \n",
       "0  -1.796607       25.053093  ACT1;YPT7;SSA3;TEF2;PPH21;YOP1;RHO1  \n",
       "1  -1.495411       15.751902      TIM21;ENB1;ITR2;ERV14;VCX1;FET4  \n",
       "2  -1.915461       13.893845                            LAC1;LAG1  \n",
       "3  -1.534199       11.569851       YPT7;SSA3;YIP1;TEF2;RHO1;ERV14  \n",
       "4  -1.848719       10.480207                            CPA1;GFA1  \n",
       "5  -1.371145        9.421723                       YPT7;SSA3;RHO1  \n",
       "6  -1.542810        8.936845                          ALG11;MNN10  \n",
       "7  -1.587780        8.816661                            ACT1;YPT7  \n",
       "8  -1.506383        8.281124                            YPT7;RHO1  \n",
       "9  -1.824594        7.048131                                 CPT1  \n",
       "10 -1.659375        6.987554                            HYP2;TEF2  \n",
       "11 -1.445695        5.435042                           SSA3;PPH21  \n",
       "12 -1.555617        5.150663                                BUD17  \n",
       "13 -1.492773        4.575151                                 ERG1  \n",
       "14 -1.167885        4.465310                           YPT7;PPH21  \n",
       "15 -1.191323        3.916778                            SPA2;RHO1  \n",
       "16 -1.281387        3.676764                                 PUT1  \n",
       "17 -1.000149        3.514824                      ACT1;SSA3;TIM21  \n",
       "18 -1.121502        3.486073                           GRR1;PPH21  \n",
       "19 -1.404926        3.481487                                 SHH3  \n",
       "20 -1.077187        3.288417                           DMC1;PPH21  \n",
       "21 -1.174693        3.271437                                PPH21  \n",
       "22 -1.257325        3.079805                                 GFA1  \n",
       "23 -1.032902        2.621514                                ALG11  \n",
       "24 -1.070079        2.455471                                 CPT1  \n",
       "25 -1.007971        2.387663                                 SSA3  \n",
       "26 -1.048616        2.387135                            ACT1;TEF2  \n",
       "27 -0.822231        1.940748                            ACT1;RGR1  \n",
       "28 -0.879098        1.710787                                 SSA3  \n",
       "29 -0.796126        1.705581                                PPH21  \n",
       "30 -0.773774        1.642392                                 GRR1  \n",
       "31 -0.694820        1.279172                                 ACT1  \n",
       "32 -0.680801        1.080810                                 YPK3  \n",
       "33 -0.577463        1.079698                                ALG11  \n",
       "34 -0.605458        1.058096                                 CPA1  \n",
       "35 -0.581687        1.009264                                 SHH3  \n",
       "36 -0.570718        0.983189                                 SSA3  \n",
       "37 -0.574151        0.948687                                 SSA3  \n",
       "38 -0.562006        0.875064                                 SSA3  \n",
       "39 -0.543684        0.843599                           ACT1;PPH21  \n",
       "40 -0.531269        0.801496                                 TEF2  \n",
       "41 -0.502781        0.731182                                 GFA1  \n",
       "42 -0.366287        0.520145                                 SCS7  \n",
       "43 -0.311198        0.434229                                 SSA3  \n",
       "44 -0.313987        0.404972                                 GRR1  \n",
       "45 -0.155383        0.169240                                 DMC1  \n",
       "46 -0.044488        0.049652                                 TEF2  \n",
       "47  0.413236       -0.238744                                 SSA3  "
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "enr.results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/gseapy/plot.py:689: FutureWarning: The 'method' keyword in Series.replace is deprecated and will be removed in a future version.\n",
      "  df[self.colname].replace(\n",
      "/opt/conda/envs/bonobo-env/lib/python3.9/site-packages/gseapy/plot.py:689: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
      "\n",
      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
      "\n",
      "\n",
      "  df[self.colname].replace(\n"
     ]
    }
   ],
   "source": [
    "# to save your figure, make sure that ``ofname`` is not None\n",
    "from gseapy import barplot, dotplot\n",
    "ax = dotplot(enr.results[enr.results['Gene_set']=='KEGG_2018'],column=\"Adjusted P-value\", title='KEGG_2018',cmap='viridis_r',top_term = 20, size=20, figsize=(3,5), cutoff = .1, ofname = '../results/results_20240211/gcn4-top-interactors-kegg.pdf')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ml",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.18"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
